MATLAB Implementation of LLE Algorithm
LLE Algorithm MATLAB Source Code - A Manifold Learning Approach for Dimensionality Reduction
Explore MATLAB source code curated for "LLE算法" with clean implementations, documentation, and examples.
LLE Algorithm MATLAB Source Code - A Manifold Learning Approach for Dimensionality Reduction
This resource provides Python code for generating Swiss Roll datasets and implementing Locally Linear Embedding (LLE) algorithm for dimensionality reduction, offering practical value for students studying manifold learning techniques with complete code examples.
Dimensionality reduction of video frames using Locally Linear Embedding (LLE) algorithm followed by keyframe extraction for video summarization through Fuzzy C-Means (FCM) clustering
This program implements Locally Linear Embedding (LLE), one of the representative nonlinear dimensionality reduction algorithms, which is valuable for researchers focusing on high-dimensional data reduction studies. The implementation demonstrates the algorithm's core workflow through practical code examples and data processing steps.
MATLAB code implementation of the Locally Linear Embedding algorithm with detailed technical explanations
Enhanced Locally Linear Embedding Algorithm